Table 21 Scores of models based on MCDA criteria.
From: Boosting skin cancer diagnosis accuracy with ensemble approach
Model | Accuracy | Precision | Recall | F1-score | GM | Computational cost | Generalization | Total score |
|---|---|---|---|---|---|---|---|---|
PyramidNet | 9 | 8 | 8 | 8 | 8 | 5 | 7 | 7.80 |
YOLOv8 | 8 | 8 | 7 | 7 | 7 | 9 | 6 | 7.45 |
YOLOv9 | 8.5 | 8.5 | 8 | 7.5 | 8 | 8 | 7 | 7.95 |
Max Voting ensemble | 10 | 9 | 9 | 9 | 9 | 7 | 8 | 8.85 |
